To round the DateTimeIndex with minute frequency, use the DateTimeIndex.round() method. For minute frequency, use the freq parameter with value ‘T’.At first, import the required libraries −import pandas as pdDatetimeIndex with period 5 and frequency as s i.e. seconds. The timezone is Australia/Adelaide −datetimeindex = pd.date_range('2021-09-29 07:00', periods=5, tz='Australia/Adelaide', freq='45s') Display ... Read More

To round the DateTimeIndex with hourly frequency, use the DateTimeIndex.round() method. For hourly frequency, use the freq parameter with value ‘H’.At first, import the required libraries −import pandas as pdCreate a DatetimeIndex with period 5 and frequency as T i.e. minutes −datetimeindex = pd.date_range('2021-09-29 07:00', periods=5, tz='Australia/Adelaide', freq='35T') Display DateTimeIndex −print("DateTimeIndex...", ... Read More

To snap time stamps in DateTimeIndex to nearest occurring frequency, use the DateTimeIndex.snap() method. Set the frequency using the freq parameter.At first, import the required libraries −import pandas as pdCreate a DatetimeIndex with period 6 and frequency as D i.e. day −datetimeindex = pd.date_range('2021-10-20 02:30:50', periods=6, tz='Australia/Adelaide', freq='D') Display DateTimeIndex ... Read More

To return an Index of formatted strings specified by date format, use the DateTimeIndex.strftime() method in Pandas.At first, import the required libraries −import pandas as pdCreate a DatetimeIndex with period 7 and frequency as D i.e. days −datetimeindex = pd.date_range('2021-10-30 02:30:50', periods=7, tz='Australia/Adelaide', freq='2D') Display DateTimeIndex −print("DateTimeIndex...", datetimeindex)Formatted −print("Format with ... Read More

To convert times to midnight in DateTimeIndex, use the DateTimeIndex.normalize() in Pandas.At first, import the required libraries −import pandas as pdCreate a DatetimeIndex with period 7 and frequency as H i.e. hours −datetimeindex = pd.date_range('2021-10-30 02:30:50', periods=7, tz='Australia/Adelaide', freq='10H') Display DateTimeIndex −print("DateTimeIndex...", datetimeindex)The time component of the date-time is converted ... Read More

To return index locations of values between particular time of day in DateTimeIndex, use the DateTimeIndex.indexer_between_time() method. Set the include_start parameter to True for including the start time.At first, import the required libraries −import pandas as pdCreate a DatetimeIndex with period 7 and frequency as T i.e. minutes −datetimeindex = ... Read More

To return index locations of values between particular time of day in DateTimeIndex, use the DateTimeIndex.indexer_between_time() method.At first, import the required libraries −import pandas as pdCreate a DatetimeIndex with period 5 and frequency as T i.e. minutes. The timezone is Australia/Adelaide −datetimeindex = pd.date_range('2021-10-30 02:30:50', periods=5, tz='Australia/Adelaide', freq='20T') Display DateTimeIndex ... Read More

To return index locations of values at particular time of day in DateTimeIndex, use the DateTimeIndex.indexer_at_time() method.At first, import the required libraries −import pandas as pdCreate DatetimeIndex with period 5 and frequency as T i.e. minutes −datetimeindex = pd.date_range('2021-10-30 02:30:50', periods=5, tz='Australia/Adelaide', freq='20T') Display DateTimeIndex −print("DateTimeIndex...", datetimeindex)Display index locations of ... Read More

To detect the frequency of the given DatetimeIndex object, use the DateTimeIndex.inferred_freq property.At first, import the required libraries −import pandas as pdCreate a DatetimeIndex with period 5 and frequency as Y i.e. years. The timezone is Australia/Adelaide −datetimeindex = pd.date_range('2021-10-30 02:30:50', periods=5, tz='Australia/Adelaide', freq='3Y') Display DateTimeIndex −print("DateTimeIndex...", datetimeindex)Display DateTimeIndex frequency ... Read More

To check whether the date in DateTimeIndex belongs to a leap year, use the DateTimeIndex.is_leap_year propertyAt first, import the required libraries −import pandas as pdCreate a DatetimeIndex with period 6 and frequency as Y i.e. years −datetimeindex = pd.date_range('2021-12-30 02:30:50', periods=6, tz='Australia/Adelaide', freq='3Y') Display DateTimeIndex −print("DateTimeIndex...", datetimeindex)Check whether the date ... Read More